import numpy as np
import scipy.io as scio
from sklearn import neighbors
from sklearn import svm
from sklearn.linear_model import LogisticRegressionCV
from sklearn.ensemble import RandomForestRegressor
from sklearn.linear_model import LinearRegression
from sklearn.linear_model import RidgeCV
from sklearn import ensemble
from sklearn.multioutput import MultiOutputRegressor
import tables
import h5py as h5
import time
if __name__ == '__main__':
    offline_data = scio.loadmat('sim_data/offline_data_random.mat')
    online_data = scio.loadmat('sim_data/online_data.mat')
    offline_location, offline_rss \
        = offline_data['offline_location'], offline_data['offline_rss']
    trace, rss = online_data['trace'], online_data['rss']
    print(offline_rss)